Pith Number

pith:LLEPUGMD

pith:2024:LLEPUGMDRKEDXTJCU26FRIJ5FB

not attested not anchored not stored refs pending

Overconfidence is Key: Verbalized Uncertainty Evaluation in Large Language and Vision-Language Models

Matias Valdenegro-Toro, Tobias Groot

arxiv:2405.02917 v1 · 2024-05-05 · cs.CV · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLEPUGMDRKEDXTJCU26FRIJ5FB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

5 papers in Pith

Just how sure are you? Improving Verbalized Uncertainty Calibration in Medical VQA

MCMit: Mid-Circuit Measurement Error Mitigation

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning

SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring

Receipt and verification

First computed	2026-07-05T08:15:55.849845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ac8fa19838a883bcd22a6bc58a13d285b3df1ec414ac8a497a6961b8a77258f

Aliases

arxiv: 2405.02917 · arxiv_version: 2405.02917v1 · doi: 10.48550/arxiv.2405.02917 · pith_short_12: LLEPUGMDRKED · pith_short_16: LLEPUGMDRKEDXTJC · pith_short_8: LLEPUGMD

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/LLEPUGMDRKEDXTJCU26FRIJ5FB \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 5ac8fa19838a883bcd22a6bc58a13d285b3df1ec414ac8a497a6961b8a77258f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74e1445e7027fb708763373db8994aeb54aea14bc27d78331f699f505ec1aa2b",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-05T12:51:38Z",
    "title_canon_sha256": "c9fada98ce4f11e654800992682bb156fb23032704dc30a95964ba29cd0b1046"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.02917",
    "kind": "arxiv",
    "version": 1
  }
}